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Currently stationed at Null Island (0,0)
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Currently stationed at Null Island (0,0)

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@Vanilla-OS @linux-immutability-tools

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matbme/README.md

Welcome to my own little plane of Oblivion! 🪐

My name is Mateus Begnini Melchiades and I am a Software Developer and Researcher in Machine Learning. My main field of study is centered around Option discovery in Reinforcement Learning, but I also work on projects related to NLP and Neural Networks. I work as a Software Developer at SAP Labs Latin America, where I develop backend services related to Data Science. I also hold a bachelor's degree in Computer Science from the University of Vale do Rio dos Sinos (UNISINOS), with an outstanding student award from the Brazilian Computing Society (SBC).

On my spare time, I use my programming skills to create and contribute to open-source projects mostly related to Linux. I spend most of this time improving Vanilla OS, which I act as Contributors Leader.

The programming languages I usually work with are (in order of familiarity):

  • Python (including popular libraries like Pandas, Numpy, PyTorch, ...)
  • Go
  • C
  • Lua
  • Bash
  • Rust
  • Vala

My creations

  • JABS.nvim: A minimal buffer switcher window for Neovim written in Lua.
  • tree-sitter-vala: A tree-sitter implementation for the Vala programming language.
  • Albius: An installer backend focused on immutable Linux distributions, but suitable for all distros (part of Vanilla OS)

Larger projects I contribute to

  • Vanilla OS Contributors Leader: I develop and improve system applications like ABroot and Apx, as well as GNOME-related projects for better integration with the OS. My role in the project also involves managing incoming contributions and making sure our applications work as expected.

Research papers I worked at:

  • Co-author of "FastIoT - A Compression Model for Displaying a Huge Volume of IoT data in Web Environments" (publication pending)
  • Main author of "Anticipating faults by predicting non-linearity of environment variables with neural networks: a case study in semiconductor manufacturing" (accepted for presentation at LXAI @ ICML 2021)
  • Co-author of "MoStress: a Sequence Model for Stress Classification" in 2022 International Joint Conference on Neural Networks (IJCNN), Padova, Italy, 2022.

Pinned Loading

  1. JABS.nvim JABS.nvim Public

    Just Another Buffer Switcher for Neovim

    Lua 283 10

  2. tree-sitter-vala tree-sitter-vala Public

    Tree-sitter implementation for the Vala programming language

    C 2

  3. Vanilla-OS/apx Vanilla-OS/apx Public

    Apx (/à·peks/) is the default package manager in Vanilla OS. It is a wrapper around multiple package managers to install packages and run commands inside a managed container.

    Go 508 39

  4. Vanilla-OS/ABRoot Vanilla-OS/ABRoot Public

    ABRoot is a utility that provides full immutability and atomicity to a Linux system, by transacting between two root filesystems. Updates are performed using OCI images, to ensure that the system i…

    Go 317 23

  5. Vanilla-OS/Albius Vanilla-OS/Albius Public

    A Linux installer backend with support for SquashFS and OCI installations

    Go 19 7

  6. Vanilla-OS/Differ Vanilla-OS/Differ Public

    API for retrieving diffs between images

    Go 3 2